Run
8864448

Run 8864448

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-NaiveBayes.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7252
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.5997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3141
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7405
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9634
Cross-validation details (10-fold Crossvalidation)